#Correlation #Correlogram #R Outline: 1) What is Covariance & Correlation? 2) Covariance and Correlation Using Excel 3) Correlation Vs Causation 4) Parametric Correlation Coefficient (Pearson’s Product-moment Correlation Coefficient, Biserial & Point-Biserial Correlations) 5) Non–Parametric Correlation Coefficient (Spearman’s Rank Correlation, Kendall’s tau, Bootstrapping) 6) Partial Correlation (Part & Partial Correlation) 7) Parametric Correlation Coefficients using R Pearson Correlation 8) Non–Parametric Correlation Coefficient Using R Spearman Correlation Kendall's Correlation Bootstrapping 9) Biserial & Point-Biserial Correlations Using R 10) Partial Correlation Using R 11) How to report correlation coefficients? 12) Correlogram https://github.com/hakeemrehman/Correlation-Analysis